Microsoft Researchers Slash Skype Fraud By 68% 114
mask.of.sanity writes "Life could become more difficult for fraudsters on Skype thanks to new research by Microsoft boffins that promises to cut down on fake accounts across the platform. The research (PDF) combined information from diverse sources including a user's profile, activities, and social connections into a supervised machine learning environment that could automate the presently manual tasks of fraud detection. The results show the framework boosted fraud detection rates for particular account types by 68 per cent with a 5 per cent false positive rate."
Re:Arms Race Tips Toward Skype (Score:2, Insightful)
absolutely not. 5% false positive is terrible, and will create a lot of negative feelings for the platform.
imagine a teacher trying to use skype with a class of 20 or more. it would be very rare if someone
didn't get falsely flagged as a bot.
BAD MATH! (Score:5, Insightful)
Imagine that previous methods caught 10% of the fraudulent accounts. New tech improves that to 16.8%. It's a 68% improvement in the fraud detection rate, but only a 6.8% "slashing" of the fraudulent accounts.
(And 5% false positives is pretty horrific)
Don't want a legitimate account (Score:5, Insightful)
Re:Lovely (Score:5, Insightful)
"Boffins" - This is an American site (Score:0, Insightful)
Don't use British slang. TIA
What is skype fraud? (Score:5, Insightful)
I've only used skype a few times. What is skype fraud?
My understanding of skype is it's basically a video phone using your general purpose computer.
I read some of TFA looking for what types of fraud they are talking about, but didn't see any detail. They mention credit card fraud, but that's not a feature of skype. I mean, if some stranger knocks on your door, and when you answer, asks for your credit card number, and you give your credit card number, that's not a weakness in your door or lock, that's a weakness in you.
What I do with my landline is never answer if I don't recognize the number or name in the caller ID. Couldn't I do the same with skype, never answer if I don't know who is calling? There you go, 100% fraud prevention.